Build a Machine Learning App From Scratch with Flask & Docker

  Рет қаралды 52,295

Patrick Loeber

Patrick Loeber

2 жыл бұрын

Learn how to build a Machine Learning App in Python with Flask & Docker, with @francescociulla.
Part 2: • Dockerize a Python App...
Francesco's Twitter: / francescociull4
Code: github.com/patrickloeber/ml-d...
Dataset: www.kaggle.com/datasets/kazan...
Get my Free NumPy Handbook:
www.python-engineer.com/numpy...
✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code & PyCharm: sourcery.ai/?... *
⭐ Join Our Discord : / discord
📓 ML Notebooks available on Patreon:
/ patrickloeber
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Пікірлер: 45
@francescociulla
@francescociulla 2 жыл бұрын
thank you for having me Patrick🐳🐳🐳🐳
@Marco-cx6gp
@Marco-cx6gp 2 жыл бұрын
Grande Francesco!
@francescociulla
@francescociulla 2 жыл бұрын
@@Marco-cx6gp Eccolo! Grazie!
@Vipinstomer
@Vipinstomer Ай бұрын
Pls shere the link
@francescociulla
@francescociulla Ай бұрын
@@Vipinstomer it's in the description
@IbrahimAkar
@IbrahimAkar 2 жыл бұрын
Very informative video. The collaboration was excellent and both videos were clear and concise. Thank you to both engineers.
@scar2080
@scar2080 2 жыл бұрын
Rockstar from Germany! RESPECT from India. Wow... Please continue your noble service. Knowledge is power,sharing is caring. 🙂❤️❤️❤️
@juliocardenas4485
@juliocardenas4485 2 жыл бұрын
Just what I was looking for !!
@Marco-cx6gp
@Marco-cx6gp 2 жыл бұрын
Great video, thanks a lot. I love flask btw.
@marcosaugusto7381
@marcosaugusto7381 Жыл бұрын
Thank you! Your video helped me a lot!
@CodeWithTomi
@CodeWithTomi 2 жыл бұрын
Great video! Nice having francesco on it
@patloeber
@patloeber 2 жыл бұрын
Thanks Tomi!
@TheNishi42
@TheNishi42 2 жыл бұрын
@@patloeber when 2nd video will come.
@digigoliath
@digigoliath 2 жыл бұрын
Awesome!!! TQVM!!
@al1rios
@al1rios 2 жыл бұрын
Great worked
@saravanannatarajan6515
@saravanannatarajan6515 2 жыл бұрын
You guys are awesome!! God bless
@francescociulla
@francescociulla 2 жыл бұрын
Thank you Saravan!
@digitalnomad2196
@digitalnomad2196 11 ай бұрын
great video, where do you get the requirement text file from ?
@Ldallap
@Ldallap 2 жыл бұрын
Which editor are you using? Thx for the content
@seeker4430
@seeker4430 2 жыл бұрын
Awesome!
@francescociulla
@francescociulla 2 жыл бұрын
Thanks!
@atmismahir
@atmismahir 2 жыл бұрын
Great video thank you. Out of curiosity; how did you make your terminal show suggestions in a shaded manner?
@ericmacharia804
@ericmacharia804 2 жыл бұрын
Hi, you can have this by install oh my zsh then add the zsh-autosuggestions plugin
@atmismahir
@atmismahir 2 жыл бұрын
@@ericmacharia804 thank you :)
@srvazkez
@srvazkez 2 жыл бұрын
You are amazing
@g.s.3389
@g.s.3389 2 жыл бұрын
can you pass a jpg file to the post method so that you can elaborate in ML object detection? can you do it as next video?
@4GENS
@4GENS 2 жыл бұрын
Is the intro one of those things where you come closer to camera after every video, but do it very slightly so we get used to it and not realize the change 🤔🤔
@patloeber
@patloeber 2 жыл бұрын
😂
@theGreenCodeRr
@theGreenCodeRr 2 жыл бұрын
love you guys 💝💝
@francescociulla
@francescociulla 2 жыл бұрын
WE love you too Nurul!
@myzel394
@myzel394 2 жыл бұрын
I just realized you speak German and you recorded this video like 6 months ago one day before christmas eve.... my whole life was a lie :O
@caiyu538
@caiyu538 2 жыл бұрын
Great
@MrDeyzel
@MrDeyzel 2 жыл бұрын
Thanks for the video. One suggestion, I think you need a better quality microphone.
@digitalnomad2196
@digitalnomad2196 11 ай бұрын
Is there a more efficient way to create a requirement.text if you have a larger project that requires more dependencies
@ronalerquinigoagurto555
@ronalerquinigoagurto555 11 ай бұрын
Is python used in production in mlops?
@starfish688
@starfish688 2 ай бұрын
May I ask what’s the reason for using a virtual environment here?
@scar2080
@scar2080 2 жыл бұрын
Hey Mate! Can you make a video this week on how to make a pipeline with sklearn. You need to create a seperate transformer for each functions ( For x transform ) (Y transform ) seperate also include custom preprocessing fns if possible like (Custom data cleaning functions) NLP usecase would be awesome.. (Binary classifier with calibrated SVM) Thanks and gratitude.. ❤️❤️❤️. End result one pipeline which includes preprocessing and more
@MartyAckerman310
@MartyAckerman310 2 жыл бұрын
For custom functions, you can wrap them in a sklearn.preprocessing.FunctionTransformer() and stick them in a pipeline.
@scar2080
@scar2080 2 жыл бұрын
@@MartyAckerman310 Hey Marty can you make a video? Please ❤️
@gj7963
@gj7963 2 жыл бұрын
Just want another one with django.
@EmilioGagliardi
@EmilioGagliardi Жыл бұрын
how do you deal with github file size limits? I can't push the .pickle file to github. I tried to use github LFS but that doesn't work with Free accounts or at least I can't get it working. Thanks kindly.
@thatinstant
@thatinstant 2 жыл бұрын
You want to send that to production?!?!?!
@rayyanamir8560
@rayyanamir8560 2 жыл бұрын
Can you make a complete app with UI
@eastvalleyreviews24
@eastvalleyreviews24 2 жыл бұрын
why not fast api?
@larrykubin5987
@larrykubin5987 2 жыл бұрын
🐶👍
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